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Jin Y, Zhou W, Zhang Y, Yang Z, Hussain Z. Smartphone Distraction and Academic Anxiety: The Mediating Role of Academic Procrastination and the Moderating Role of Time Management Disposition. Behav Sci (Basel) 2024; 14:820. [PMID: 39336035 PMCID: PMC11428987 DOI: 10.3390/bs14090820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 08/27/2024] [Accepted: 09/12/2024] [Indexed: 09/30/2024] Open
Abstract
The present study investigated the relationship between smartphone distraction, academic procrastination, academic anxiety, and time management disposition. A total of 474 college students were recruited to complete a survey comprising measures of smartphone distraction, academic procrastination, academic anxiety, and time management disposition. The hypothesised moderated mediation model was tested using Model 4 and Model 15 of the PROCESS macro for SPSS. Results showed that smartphone distraction was positively and significantly correlated with academic anxiety (r = 0.40, p < 0.001) and academic procrastination (r = 0.42, p < 0.001). Academic procrastination mediated the relationship between smartphone distraction and academic anxiety. Time management disposition moderated the paths from academic procrastination and smartphone distraction to academic anxiety. The present study suggests that smartphone distraction could predict increased levels of academic procrastination, which could then lead to higher academic anxiety. However, the predicting effects in this mediation model could fluctuate across individuals with different time management dispositions. Further studies are needed to explore the mechanism of smartphone distraction using different methods.
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Affiliation(s)
- Yuanting Jin
- Department of Psychology, School of Education, Soochow University, Suzhou 215123, China
| | - Wanqi Zhou
- Department of Psychology, School of Education, Soochow University, Suzhou 215123, China
| | - Yueling Zhang
- Department of Psychology, School of Education, Soochow University, Suzhou 215123, China
| | - Zeyang Yang
- Department of Psychology, School of Education, Soochow University, Suzhou 215123, China
| | - Zaheer Hussain
- School of Social Sciences, Nottingham Trent University, Nottingham NG1 4BU, UK
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Lyu C, Cao Z, Jiao Z. Changes in Chinese college students' mobile phone addiction over recent decade: The perspective of cross-temporal meta-analysis. Heliyon 2024; 10:e32327. [PMID: 38947462 PMCID: PMC11214489 DOI: 10.1016/j.heliyon.2024.e32327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/23/2024] [Accepted: 06/02/2024] [Indexed: 07/02/2024] Open
Abstract
In recent years, with the rapid advancement of Internet technology and the impact of the COVID-19 pandemic, mobile phones have been used more frequently, the development trend of mobile phone addiction among Chinese college students is a concern to society. This cross-temporal meta-analysis provides compelling evidence of the rising trend of mobile phone addiction in Chinese college students based on data from 42 independent studies (Sample Size = 49,544) over the past decade (2013-2022), and discuss the three important rising periods. Furthermore, extended research has revealed correlated factors of mobile phone addiction among Chinese college students, including gender, anxiety, depression, loneliness, stress, well-being, social support, and resilience. Additionally, the study identified the National internet penetration rate and the National GDP index as significant predictors of mobile phone addiction in Chinese college students. These findings not only reveal the changing trends of mobile phone addiction among Chinese college students, but also enrich the understanding of mobile phone addiction among this population and provide a reference for improving mobile phone addiction among in the future.
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Affiliation(s)
- Chunwei Lyu
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Zixuan Cao
- Institute of Heath Management and Policy, School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, China
| | - Zun Jiao
- City Graduate School, City University of Malaysia, Petaling Jaya, Malaysia
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Yang GH, Cao XX, Fu YY, Wang ND, Lian SL. Mobile phone addiction and academic burnout: the mediating role of technology conflict and the protective role of mindfulness. Front Psychiatry 2024; 15:1365914. [PMID: 38501091 PMCID: PMC10944904 DOI: 10.3389/fpsyt.2024.1365914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 02/19/2024] [Indexed: 03/20/2024] Open
Abstract
With the rapid development of Internet technology, more and more college students are facing the threat of mobile phone addiction. However, the relationship and underlying mechanism between mobile phone addiction and academic burnout haven't been explored in depth. This study proves the mediating role of technology conflict and the moderating role of mindfulness in the relation between mobile phone addiction and academic burnout. 752 college students were recruited to complete the questionnaire of mobile phone addiction, technology conflict, mindfulness and academic burnout. Results showed that mobile phone addiction was significantly and positively associated with academic burnout, and this relationship could be mediated by technology conflict. Besides, the direct effect of mobile phone addiction on academic burnout and the indirect effect of technology conflict in this link were moderated by mindfulness. Both these two effects are stronger for college students with lower level of mindfulness. Our findings enrich our understanding of how and when mobile phone addiction was related to academic burnout. Educational professionals and parents should take timely measure to the academic burnout of college students suffering from mobile phone addiction, particularly for those with lower level of mindfulness.
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Affiliation(s)
- Guang-Hui Yang
- School of Education, Anyang Normal University, Anyang, China
| | - Xiao-Xuan Cao
- College of Education and Sports Science, Yangtze University, Jingzhou, China
| | - Yan-Yan Fu
- College of Education and Sports Science, Yangtze University, Jingzhou, China
| | - Ning-Dan Wang
- School of Education, Anyang Normal University, Anyang, China
| | - Shuai-Lei Lian
- College of Education and Sports Science, Yangtze University, Jingzhou, China
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, China
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Yang YD, Zhou CL, Wang ZQ. The relationship between self-control and learning engagement among Chinese college students: the chain mediating roles of resilience and positive emotions. Front Psychol 2024; 15:1331691. [PMID: 38445063 PMCID: PMC10913274 DOI: 10.3389/fpsyg.2024.1331691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 01/24/2024] [Indexed: 03/07/2024] Open
Abstract
Background As the main driver of talent cultivation in colleges and universities, the learning and development level of college students is a core indicator of the quality of talent cultivation. The current status of college students' learning has always been a heavily researched topic. However, there is a lack of academic research on the potential mechanisms of self-control about how it affects college students' learning engagement. This study explored the relationship between college students' self-control and learning engagement and the potential mechanisms underlying this relationship with reference to a large sample. Methods A total of 765 college students from Guangxi, China, completed the self-control scale, the resilience scale, the positive emotions scale, and the learning engagement scale. SPSS 26.0 was used to conduct common method bias tests, descriptive statistics, correlation tests, and regression analyses. Structural equation modeling was constructed using AMOS 26.0, and mediation effects were tested. Results This article mainly used questionnaires to collect data and, on this basis, examined the relationship between self-control, resilience, positive emotions, and the learning engagement of college students. The results showed that (1) self-control positively affected college students' learning engagement; (2) resilience partially mediated the relationship between self-control and college students' learning engagement; (3) positive emotions partially mediated the relationship between self-control and college students' learning engagement; and (4) resilience and positive emotions played a chain-mediating role between self-control and college students' learning engagement. Conclusion The present study identifies the potential mechanism underlying the association between the self-control and learning engagement of college students. The results of this study have practical implications for enhancing the learning engagement of Chinese college students by increasing their psychological resources and improving the teaching of university teachers.
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Affiliation(s)
- Yue-Di Yang
- Faculty of Education, Northeast Normal University, Changchun, China
| | - Chi-Liang Zhou
- Faculty of Education, Guangxi Normal University, Guilin, China
| | - Zi-Qing Wang
- Faculty of Education, Northeast Normal University, Changchun, China
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Wang Y, Lu Y, Tian X, Liu Y, Ma W. The relationship between mobile phone addiction and time management disposition among Chinese college students:A cross-lagged panel model. Heliyon 2024; 10:e25060. [PMID: 38314296 PMCID: PMC10837617 DOI: 10.1016/j.heliyon.2024.e25060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/06/2024] Open
Abstract
Previous research has identified a negative association between mobile phone addiction and time management disposition among college students; however, the direction of this relationship remains divergent. This study utilized a cross-lagged panel model to elucidate the directionality of the relationship between mobile phone addiction and time management disposition. A total of 466 college students completed two measures at seven-month intervals. The findings revealed a prevalence of mobile phone addiction at 10.94 % and 13.73 % in the two surveys. Notably, both mobile phone addiction and time management disposition demonstrated stability over time. Furthermore, a discernible negative bidirectional relationship was observed between the two. The present findings underscore the importance of timely intervention for college students facing challenges in mobile phone usage and time management.
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Affiliation(s)
- Yake Wang
- School of Educational Studies, Universiti Sanis Malaysia, Penang, Malaysia
| | - Yao Lu
- Faculty of Education, Southwest University, Chongqing, China
| | - Xiaoxia Tian
- School of Mathematical Sciences, Henan Institute of Science and Technology, Xinxiang, China
| | - Yongchun Liu
- School of Preschool Education, Sichuan Preschool Education College, Mianyang, China
| | - Wenhua Ma
- School of Preschool Education, Sichuan Preschool Education College, Mianyang, China
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Ding N, Shi J, Xu H, Wang X, Liu G, Mao L, Zhang G, Zhang J. The prospective associations among time management tendency, negative emotions, and problematic smartphone use in Chinese nursing students: enlightenment from COVID-19. Front Public Health 2024; 12:1323273. [PMID: 38389940 PMCID: PMC10881827 DOI: 10.3389/fpubh.2024.1323273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/24/2024] [Indexed: 02/24/2024] Open
Abstract
Purpose The regularity of epidemic prevention and control measures in China has meant that nursing students have been exposed to more electronic devices, while problematic smartphone use has increased. The purpose of this study is to determine the prospective associations among time management tendency, negative emotions, and problematic smartphone use in nursing students during the COVID-19 pandemic. Methods A longitudinal study was conducted between November 2021 and May 2022. A total of 989 nursing students participated. The convenience sampling method was adopted and the following tools were used: the Adolescence Time Management Disposition Scale, the Depression Anxiety Stress Scales - 21, and the Mobile Phone Addiction Index. Multiple parallel mediation models were used by Mplus. Results Time management tendency had a significantly negative effect on problematic smartphone use (p < 0.05). Further tests using mediation models showed that stress as a negative emotion mediated the relationship between time management tendency and problematic smartphone use (p < 0.05) over time. Conclusion Nursing educators need to strengthen the stress resistance and time management ability of nursing students.
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Affiliation(s)
- Nani Ding
- Wenzhou Vocational College of Science and Technology, Wenzhou, China
| | - Jiaqi Shi
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Huihui Xu
- Department of Psychology, School of Mental Health, Wenzhou Medical University, Wenzhou, China
| | - Xiaoyi Wang
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Guilin Liu
- School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Lijie Mao
- First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guohua Zhang
- Department of Psychology, School of Mental Health, Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Clinical Research Center for Mental Disorders, The Affiliated Wenzhou Kangning Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jingjing Zhang
- School of Nursing, Wenzhou Medical University, Wenzhou, China
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Yuan Y, He X, He Q, Jia Y, Xu Z, Li M. Problematic mobile phone use and time management disposition in Chinese college students: the chain mediating role of sleep quality and cognitive flexibility. BMC Psychol 2023; 11:440. [PMID: 38093382 PMCID: PMC10720238 DOI: 10.1186/s40359-023-01481-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 12/04/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND With the widespread adoption of smartphones, there has been a notable increase in problematic mobile phone use (PMPU), particularly prevalent among college students. Research suggests that apart from being associated with various problematic behaviors, this excessive mobile phone use might also have an impact on individual personality traits, such as time management disposition (TMD), which plays a significant role in individual motivation and psychological well-being. While previous literature has identified a negative relationship between PMPU and TMD, few studies have delved into the underlying mediating mechanism. Thus, the main aim of this study was to examine the chain mediating effect of sleep quality and cognitive flexibility on the relationship between PMPU and TMD. METHODS A total of 921 Chinese college students completed the questionnaire. We collected basic information about the participants and assessed their PMPU, TMD, sleep quality, and cognitive flexibility using the Problematic Mobile Phone Use Scale-10, Adolescence Time Management Disposition Inventory, Pittsburgh Sleep Quality Index scale and Cognitive Flexibility Inventory. RESULTS The results indicated a significant correlation among all the variables. Moreover, we noted that both sleep quality and cognitive flexibility fully mediated the association between PMPU and TMD. Additionally, a chain mediating effect involving sleep quality and flexibility in this relationship was also identified. CONCLUSION We found that sleep quality and cognitive flexibility had a series of multiple mediating effects in the pathway from PMPU to TMD, and both significantly mediated TMD. These findings indicated that impaired cognitive function and sleep quality may contribute to time management difficulties resulting from PMPU, suggesting that problematic behaviors like PMPU can impact one's personality traits. Therefore, interventions should be enhanced to mitigate the adverse effects of PMPU.
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Affiliation(s)
- Yidan Yuan
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China
| | - Xinyue He
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China
| | - Quanxing He
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China
| | - Yimeng Jia
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China
| | - Zhansheng Xu
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China.
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, 300387, China.
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, 300387, China.
| | - Man Li
- Faculty of Psychology, Tianjin Normal University, Tianjin, 300387, China.
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, 300387, China.
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, 300387, China.
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Müller V, Mellor D, Piko BF. How to Procrastinate Productively With ADHD: A Study of Smartphone Use, Depression, and Other Academic Variables Among University Students With ADHD Symptoms. J Atten Disord 2023:10870547231171724. [PMID: 37119209 DOI: 10.1177/10870547231171724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/01/2023]
Abstract
OBJECTIVE The association between chemical dependency and Attention-Deficit Hyperactivity Disorder is widely recognized, but there is less data regarding modern behavioral addictions among young adults. METHOD In this cross-sectional study, a sample of 408 Hungarian college students (67.2% female, mean age 23.37 years [SD = 3.87]) responded to an online survey including the Adult ADHD Self-Report Scale, the Center for Epidemiologic Studies-Depression Scale (CES-D), the Procrastination Scale, the Short College Boredom Scale, and the Smartphone Addiction Scale (SAS-SV). RESULTS Regression analyses showed that passive procrastination (ß = .31, p < .001), depression (ß = .20, p < .001), academic boredom (ß = .18, p < .001), active procrastination (ß = -.12, p < .001), and smartphone addiction (ß = .13, p < .001) were significantly related to ADHD symptoms, accounting for 41% of the variance. CONCLUSION Findings provide important additions to knowledge of mental health challenges among young adults with ADHD.
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